Commit 89a9e4fc04e24c37e301570dbf92ab99fd345a57
1 parent
962abebb
Update a few algorithm abbreviations
Switch FaceRecognition to UnitDistance instead of MatchProbability--there are some doubts about using gaussians to model the score distributions, and the KDE code is untested. Remove FTETransform from age/gender classification (again, it is unused). Drop a couple extraneous Expands.
Showing
2 changed files
with
7 additions
and
7 deletions
openbr/core/common.cpp
openbr/plugins/algorithms.cpp
| @@ -31,15 +31,15 @@ class AlgorithmsInitializer : public Initializer | @@ -31,15 +31,15 @@ class AlgorithmsInitializer : public Initializer | ||
| 31 | void initialize() const | 31 | void initialize() const |
| 32 | { | 32 | { |
| 33 | // Face | 33 | // Face |
| 34 | - Globals->abbreviations.insert("FaceRecognition", "FaceDetection+Expand+FaceRecognitionRegistration+Expand+<FaceRecognitionExtraction>+<FaceRecognitionEmbedding>+<FaceRecognitionQuantization>+SetMetadata(AlgorithmID,-1):MatchProbability(ByteL1)"); | ||
| 35 | - Globals->abbreviations.insert("GenderClassification", "FaceDetection+Expand+<FaceClassificationRegistration>+Expand+<FaceClassificationExtraction>+<GenderClassifier>+Discard"); | ||
| 36 | - Globals->abbreviations.insert("AgeRegression", "FaceDetection+Expand+<FaceClassificationRegistration>+Expand+<FaceClassificationExtraction>+<AgeRegressor>+Discard"); | 34 | + Globals->abbreviations.insert("FaceRecognition", "FaceDetection+FaceRecognitionRegistration+<FaceRecognitionExtraction>+<FaceRecognitionEmbedding>+<FaceRecognitionQuantization>+SetMetadata(AlgorithmID,-1):Unit(ByteL1)"); |
| 35 | + Globals->abbreviations.insert("GenderClassification", "FaceDetection+Expand+FaceClassificationRegistration+Expand+<FaceClassificationExtraction>+<GenderClassifier>+Discard"); | ||
| 36 | + Globals->abbreviations.insert("AgeRegression", "FaceDetection+Expand+FaceClassificationRegistration+Expand+<FaceClassificationExtraction>+<AgeRegressor>+Discard"); | ||
| 37 | Globals->abbreviations.insert("FaceQuality", "Open+Expand+Cascade(FrontalFace)+ASEFEyes+Affine(64,64,0.25,0.35)+ImageQuality+Cvt(Gray)+DFFS+Discard"); | 37 | Globals->abbreviations.insert("FaceQuality", "Open+Expand+Cascade(FrontalFace)+ASEFEyes+Affine(64,64,0.25,0.35)+ImageQuality+Cvt(Gray)+DFFS+Discard"); |
| 38 | Globals->abbreviations.insert("MedianFace", "Open+Expand+Cascade(FrontalFace)+ASEFEyes+Affine(256,256,0.37,0.45)+Center(Median)"); | 38 | Globals->abbreviations.insert("MedianFace", "Open+Expand+Cascade(FrontalFace)+ASEFEyes+Affine(256,256,0.37,0.45)+Center(Median)"); |
| 39 | Globals->abbreviations.insert("BlurredFaceDetection", "Open+LimitSize(1024)+SkinMask/(Cvt(Gray)+GradientMask)+And+Morph(Erode,16)+LargestConvexArea"); | 39 | Globals->abbreviations.insert("BlurredFaceDetection", "Open+LimitSize(1024)+SkinMask/(Cvt(Gray)+GradientMask)+And+Morph(Erode,16)+LargestConvexArea"); |
| 40 | Globals->abbreviations.insert("DrawFaceDetection", "Open+Cascade(FrontalFace)+Expand+ASEFEyes+Draw(inPlace=true)"); | 40 | Globals->abbreviations.insert("DrawFaceDetection", "Open+Cascade(FrontalFace)+Expand+ASEFEyes+Draw(inPlace=true)"); |
| 41 | Globals->abbreviations.insert("ShowFaceDetection", "DrawFaceDetection+Contract+First+Show+Discard"); | 41 | Globals->abbreviations.insert("ShowFaceDetection", "DrawFaceDetection+Contract+First+Show+Discard"); |
| 42 | - Globals->abbreviations.insert("DownloadFaceRecognition", "Download+Open+ROI+Expand+Cvt(Gray)+Cascade(FrontalFace)+Expand+<FaceRecognitionRegistration>+Expand+<FaceRecognitionExtraction>+<FaceRecognitionEmbedding>+<FaceRecognitionQuantization>+SetMetadata(AlgorithmID,-1):MatchProbability(ByteL1)"); | 42 | + Globals->abbreviations.insert("DownloadFaceRecognition", "Download+Open+ROI+Cvt(Gray)+Cascade(FrontalFace)+FaceRecognitionRegistration+<FaceRecognitionExtraction>+<FaceRecognitionEmbedding>+<FaceRecognitionQuantization>+SetMetadata(AlgorithmID,-1):Unit(ByteL1)"); |
| 43 | Globals->abbreviations.insert("OpenBR", "FaceRecognition"); | 43 | Globals->abbreviations.insert("OpenBR", "FaceRecognition"); |
| 44 | Globals->abbreviations.insert("GenderEstimation", "GenderClassification"); | 44 | Globals->abbreviations.insert("GenderEstimation", "GenderClassification"); |
| 45 | Globals->abbreviations.insert("AgeEstimation", "AgeRegression"); | 45 | Globals->abbreviations.insert("AgeEstimation", "AgeRegression"); |
| @@ -50,7 +50,7 @@ class AlgorithmsInitializer : public Initializer | @@ -50,7 +50,7 @@ class AlgorithmsInitializer : public Initializer | ||
| 50 | // Video | 50 | // Video |
| 51 | Globals->abbreviations.insert("DisplayVideo", "FPSLimit(30)+Show(false,[FrameNumber])+Discard"); | 51 | Globals->abbreviations.insert("DisplayVideo", "FPSLimit(30)+Show(false,[FrameNumber])+Discard"); |
| 52 | Globals->abbreviations.insert("PerFrameDetection", "SaveMat(original)+Cvt(Gray)+Cascade(FrontalFace)+ASEFEyes+RestoreMat(original)+Draw(inPlace=true)+Show(false,[FrameNumber])+Discard"); | 52 | Globals->abbreviations.insert("PerFrameDetection", "SaveMat(original)+Cvt(Gray)+Cascade(FrontalFace)+ASEFEyes+RestoreMat(original)+Draw(inPlace=true)+Show(false,[FrameNumber])+Discard"); |
| 53 | - Globals->abbreviations.insert("AgeGenderDemo", "SaveMat(original)+Cvt(Gray)+Cascade(FrontalFace)+Expand+<FaceClassificationRegistration>+<FaceClassificationExtraction>+<AgeRegressor>/<GenderClassifier>+Discard+RestoreMat(original)+Draw(inPlace=true)+DrawPropertiesPoint([Age,Gender],Affine_0,inPlace=true)+SaveMat(original)+Discard+Contract+RestoreMat(original)+FPSCalc+Show(false,[AvgFPS,Age,Gender])+Discard"); | 53 | + Globals->abbreviations.insert("AgeGenderDemo", "SaveMat(original)+Cvt(Gray)+Cascade(FrontalFace)+Expand+FaceClassificationRegistration+<FaceClassificationExtraction>+<AgeRegressor>/<GenderClassifier>+Discard+RestoreMat(original)+Draw(inPlace=true)+DrawPropertiesPoint([Age,Gender],Affine_0,inPlace=true)+SaveMat(original)+Discard+Contract+RestoreMat(original)+FPSCalc+Show(false,[AvgFPS,Age,Gender])+Discard"); |
| 54 | Globals->abbreviations.insert("ShowOpticalFlowField", "SaveMat(original)+AggregateFrames(2)+OpticalFlow(useMagnitude=false)+Grid(100,100)+DrawOpticalFlow+FPSLimit(30)+Show(false)+Discard"); | 54 | Globals->abbreviations.insert("ShowOpticalFlowField", "SaveMat(original)+AggregateFrames(2)+OpticalFlow(useMagnitude=false)+Grid(100,100)+DrawOpticalFlow+FPSLimit(30)+Show(false)+Discard"); |
| 55 | Globals->abbreviations.insert("ShowOpticalFlowMagnitude", "AggregateFrames(2)+OpticalFlow+Normalize(Range,false,0,255)+Cvt(Color)+Draw+FPSLimit(30)+Show(false)+Discard"); | 55 | Globals->abbreviations.insert("ShowOpticalFlowMagnitude", "AggregateFrames(2)+OpticalFlow+Normalize(Range,false,0,255)+Cvt(Color)+Draw+FPSLimit(30)+Show(false)+Discard"); |
| 56 | Globals->abbreviations.insert("ShowMotionSegmentation", "DropFrames(5)+AggregateFrames(2)+OpticalFlow+CvtUChar+WatershedSegmentation+DrawSegmentation+Draw+FPSLimit(30)+Show(false)+Discard"); | 56 | Globals->abbreviations.insert("ShowMotionSegmentation", "DropFrames(5)+AggregateFrames(2)+OpticalFlow+CvtUChar+WatershedSegmentation+DrawSegmentation+Draw+FPSLimit(30)+Show(false)+Discard"); |
| @@ -96,7 +96,7 @@ class AlgorithmsInitializer : public Initializer | @@ -96,7 +96,7 @@ class AlgorithmsInitializer : public Initializer | ||
| 96 | Globals->abbreviations.insert("FaceRecognitionExtraction", "(Mask+DenseSIFT/DenseLBP+DownsampleTraining(PCA(0.95),instances=1)+Normalize(L2)+Cat)"); | 96 | Globals->abbreviations.insert("FaceRecognitionExtraction", "(Mask+DenseSIFT/DenseLBP+DownsampleTraining(PCA(0.95),instances=1)+Normalize(L2)+Cat)"); |
| 97 | Globals->abbreviations.insert("FaceRecognitionEmbedding", "(Dup(12)+RndSubspace(0.05,1)+DownsampleTraining(LDA(0.98),instances=-2)+Cat+DownsampleTraining(PCA(768),instances=1))"); | 97 | Globals->abbreviations.insert("FaceRecognitionEmbedding", "(Dup(12)+RndSubspace(0.05,1)+DownsampleTraining(LDA(0.98),instances=-2)+Cat+DownsampleTraining(PCA(768),instances=1))"); |
| 98 | Globals->abbreviations.insert("FaceRecognitionQuantization", "(Normalize(L1)+Quantize)"); | 98 | Globals->abbreviations.insert("FaceRecognitionQuantization", "(Normalize(L1)+Quantize)"); |
| 99 | - Globals->abbreviations.insert("FaceClassificationRegistration", "(ASEFEyes+Affine(56,72,0.33,0.45)+FTE(DFFS))"); | 99 | + Globals->abbreviations.insert("FaceClassificationRegistration", "ASEFEyes+Affine(56,72,0.33,0.45)"); |
| 100 | Globals->abbreviations.insert("FaceClassificationExtraction", "((Grid(7,7)+SIFTDescriptor(8)+ByRow)/DenseLBP+DownsampleTraining(PCA(0.95),instances=-1, inputVariable=Gender)+Cat)"); | 100 | Globals->abbreviations.insert("FaceClassificationExtraction", "((Grid(7,7)+SIFTDescriptor(8)+ByRow)/DenseLBP+DownsampleTraining(PCA(0.95),instances=-1, inputVariable=Gender)+Cat)"); |
| 101 | Globals->abbreviations.insert("AgeRegressor", "DownsampleTraining(Center(Range),instances=-1, inputVariable=Age)+DownsampleTraining(SVM(RBF,EPS_SVR,inputVariable=Age),instances=100, inputVariable=Age)"); | 101 | Globals->abbreviations.insert("AgeRegressor", "DownsampleTraining(Center(Range),instances=-1, inputVariable=Age)+DownsampleTraining(SVM(RBF,EPS_SVR,inputVariable=Age),instances=100, inputVariable=Age)"); |
| 102 | Globals->abbreviations.insert("GenderClassifier", "DownsampleTraining(Center(Range),instances=-1, inputVariable=Gender)+DownsampleTraining(SVM(RBF,C_SVC,inputVariable=Gender),instances=4000, inputVariable=Gender)"); | 102 | Globals->abbreviations.insert("GenderClassifier", "DownsampleTraining(Center(Range),instances=-1, inputVariable=Gender)+DownsampleTraining(SVM(RBF,C_SVC,inputVariable=Gender),instances=4000, inputVariable=Gender)"); |